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Enhanced Sports Image Annotation and Retrieval Based Upon Semantic Analysis of Multimodal Cues [chapter]

Kraisak Kesorn, Stefan Poslad
2009 Lecture Notes in Computer Science  
Experimental results show that the use of the semantic approach significantly enhances image retrieval. Semantic visual information classification and retrieval based upon multimodal cues.  ...  This paper presents a framework for semi-automatic annotation and semantic image retrieval, applied to the sports domain, based upon semantic analysis of both image text captions and visual features of  ...  For the content-based search, an image is used as a query instead of keywords.  ... 
doi:10.1007/978-3-540-92957-4_71 fatcat:2d3lyl6e5bab7imtaa5is5qbpm

A Review on Ontology Based Document and Image Retrieval Methods

V. Vijayarajan, M. Dinakaran
2016 Indian Journal of Science and Technology  
Also, this review discusses image retrieval starting from key-word based to ontology based. From literature, it is found that the Content Based Image Retrieval (CBIR) is suffering from semantic gap.  ...  Also, an ontology applied image retrieval method is demonstrated to show how ontology is applied to reduce the semantic gap.  ...  The mostly applied method to image retrieval is content based. It retrieves images depends on image content using image meta data or human attached meta data.  ... 
doi:10.17485/ijst/2015/v8i1/86817 fatcat:5zapsixjrzccndk2fv2jaf3tpq

Semi-automatic, data-driven construction of multimedia ontologies

A. Jaimes, J.R. Smith
2003 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698)  
Then we use content-based retrieval tools to assign multimedia entities (e.g., shots, videos, collections of videos) to concepts, properties, or relationships in the ontology, and to select multimedia  ...  In this paper we investigate semi-automatic construction of multimedia ontologies using a data-driven approach.  ...  Our approach is based on combining existing tools for construction of ontologies from text, and tools for content-based retrieval.  ... 
doi:10.1109/icme.2003.1221034 dblp:conf/icmcs/JaimesS03 fatcat:ekxx2o22wjdyxpbbk5pxvtxjc4

An Ontology Based Framework for Retrieval of Museum Artifacts

Manoj Kumar Sharma, Tanveer J. Siddiqui
2016 Procedia Computer Science  
This paper proposes ontology based conceptual framework for storage and retrieval of Digitized Museum Artifacts. The proposed framework uses ontology structure for automatic image annotation.  ...  It supports semantic retrieval by combining ontological concepts, visual and textual features automatically extracted from images and their textual descriptions.  ...  Acknowledgements We thank Director, Allahabad Museum for permitting us to collect images to create a dataset.  ... 
doi:10.1016/j.procs.2016.04.083 fatcat:yyjtxc5u5jezxip6qsdvifpaf4

Visual Media Retrieval Framework Using Web Service [chapter]

Yunmook Nah, Bogju Lee, Jungsun Kim
2005 Lecture Notes in Computer Science  
We explain how semantic metadata and ontology can be utilized to realize more intelligent content-based retrieval on visual media data.  ...  The need for content-based image retrieval from image databases is ever increasing rapidly in many applications, such as electronic art museums, internet shopping malls, internet search engines, and medical  ...  The need for content-based image retrieval(CBIR) from image databases is ever increasing rapidly in these applications.  ... 
doi:10.1007/11527725_12 fatcat:nj2greya4zavfhgpjpdlvvlrgm

Ontology-driven Annotation and Access of Educational Video Data in E-learning [chapter]

Aijuan Dong, Honglin Li, Baoying Wang
2010 E-learning Experiences and Future  
The ontology-driven framework is proposed based on annotation-driven video systems.  ...  With this multi-ontology based multimedia annotation, different sets of annotation data are used in information retrieval.  ...  Ontology-driven Annotation and Access of Educational Video Data in E-learning, E-learning Experiences and Future, Safeeullah Soomro (Ed.), ISBN: 978-953-307-092-6, InTech, Available from: http://www.intechopen.com  ... 
doi:10.5772/8798 fatcat:2obk6ytrpreufkzws7tzo7k6fi

A Knowledge-Driven Geospatially Enabled Framework for Geological Big Data

Liang Wu, Lei Xue, Chaoling Li, Xia Lv, Zhanlong Chen, Baode Jiang, Mingqiang Guo, Zhong Xie
2017 ISPRS International Journal of Geo-Information  
We establish a knowledge-driven geologic survey information smart-service platform (GSISSP) based on previous work, and we detail a study case for our research.  ...  The study case shows that all the content that has known relationships or semantic associations can be mined with the assistance of multiple ontologies, thereby improving the accuracy and comprehensiveness  ...  We achieved the content retrieval with a geological ontology to promote the keyword matching-based retrieval to semantic retrieval.  ... 
doi:10.3390/ijgi6060166 fatcat:s6ly2gqny5endmy4t36daxra7u

Bringing High Level Meanings from an Image

Sagarmay Deb
2012 Advances in Computing  
Content-based image retrieval is a difficult area of research in mult imedia systems.  ...  We attempt to use a database of data dictionary for the purpose which we believe has the potential for solving the problem of semantic gap in content-based image ret rieval.  ...  shortcomings of current content-based image retrieval techniques [17] .  ... 
doi:10.5923/j.ac.20120205.02 fatcat:7ctu7m6d5vdnfkyy4mnj7xtkli

An object-oriented approach for image processing and semantic query based on content

Eugen Ganea, Marius Brezovan
2009 2009 International Multiconference on Computer Science and Information Technology  
We constructed an image ontology for describing the image contents from the independent domain. Using a XML processor we translated the ontology from the XML format to a hierarchy of classes.  ...  The object oriented native query system is used for the retrieval of the images from the database.  ...  For semantic retrieval based on image content, it is important to have existing metadata such as an annotation for images.  ... 
doi:10.1109/imcsit.2009.5352800 dblp:conf/imcsit/GaneaB09 fatcat:ls2exchlhndp7oftnrmvxzfqau

Metadata for Building the MultiMedia Patch Quilt [chapter]

Vipul Kashyap, Kshitij Shah, Amit Sheth
1996 Multimedia Database Systems  
Various types of metadata developed by researchers for di erent media are reviewed and classi ed wrt the extent they model data or information content.  ...  The reference terms and the ontology of the metadata are classi ed wrt their dependence on the application domain.  ...  The GIS example is based on ongoing collaboration with Dr. E. Lynn Usery at UGA.  ... 
doi:10.1007/978-3-642-60950-3_12 fatcat:twh5nfjgcfhxbezp5m7azepg7u

A Literature Review of Image Retrieval based On Semantic Concept

Alaa. M.Riad, Hamdy. K. Elminir, Sameh. Abd-Elghany
2012 International Journal of Computer Applications  
This paper attempts to provide a comprehensive review and characterize the problem of the semantic gap that is the key problem of content-based image retrieval and the current attempts in high-level semantic-based  ...  image retrieval being made to bridge it.  ...  from early text based systems to content based retrieval and ontology based schemes.  ... 
doi:10.5120/5008-7327 fatcat:blhmwfs46zfh7as7di44wwdgkm

Engineering a Semantic Web for Pathology [chapter]

Robert Tolksdorf, Elena Paslaru Bontas
2004 Lecture Notes in Computer Science  
In this paper we propose a semantic retrieval system for the domain of lung pathology, which correlates both text and image information and offers advanced content-based retrieval services for diagnosis  ...  The meaning of the textual content (and of the digital slides), can be extracted and represented explictly by means of ontology-driven text processing algorithms.  ... 
doi:10.1007/978-3-540-27834-4_76 fatcat:p3pfvwfic5fy5kczp2y7rxfnqu

An Object Oriented Graph Approach for Image Representation and Query Based on Content

Eugen Ganea, Marius Brezovan
2010 International Journal of Computer Science and Applications  
This paper presents a new method for image representation based on object-oriented graph structure used for formalizing the process of image retrieval based on content considering the information extracted  ...  We used an image domain ontology for interpreting the image contents and constructed an Object Oriented Graphs (OOG) for describing each image.  ...  For semantic retrieval based on image content, it is important to have existing metadata such as an annotation for images.  ... 
dblp:journals/ijcsa/GaneaB10 fatcat:mo7rtkbqwbbnddia2d47sivj6m

A Semantics- and Data-Driven SOA for Biomedical Multimedia Systems

Shih-Hsi Liu, Yu Cao, Ming Li, Pranay Kilaru, Thell Smith, Shaen Toner
2008 2008 Tenth IEEE International Symposium on Multimedia  
By establishing data ontology with respect to data properties, contents, QoS, and biomedical regulations and expanding service ontology to describe more functional and QoS specifications supported by services  ...  This paper presents a semantics-and data-driven Service-Oriented Architecture (SOA) to take the interoperability and scalability advantages of conventional SOA and solve the aforementioned problems.  ...  Finally, analysis and retrieval services are usually considered as a joint component in the content-based image retrieval community.  ... 
doi:10.1109/ism.2008.114 dblp:conf/ism/LiuCLKST08 fatcat:7viur2gzjzdirdlmmytosxnfji

Emerging Trends in Reducing Semantic Gap towards Multimedia Access: A Comprehensive Survey

Aijazahamed Qazi, R. H. Goudar
2016 Indian Journal of Science and Technology  
Method: Resource Description Framework and Ontology Web Language are standard formats for sharing and integrating knowledge.  ...  Application/Improvement: Use of Description logics increases the efficiency of semantic retrieval.  ...  Ontologies support model driven software engineering techniques. In 1,2-3 introduced a framework for classification of ocean images using ontologies.  ... 
doi:10.17485/ijst/2016/v9i30/99072 fatcat:asnamx3urveabjyritsri3guuy
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